NY NOAA Weather Dashboard

Scatter Plot of Temperature (tmax) Over Time

filtered_data <- filter(ny_noaa, !is.na(tmax))
sampled_data <- sample_n(filtered_data, 1000) 
temperature_scatter <- layout(
  plot_ly(data = sampled_data, x = ~date, y = ~tmax, mode = 'markers', type = 'scatter'),
  title = "Scatter Plot of Maximum Temperature Over Time",
  xaxis = list(title = "Date"),
  yaxis = list(title = "Max Temperature (tmax)")
)

temperature_scatter

Line plot of average max temperature by month

filtered_data <- filter(ny_noaa, !is.na(tmax))
mutated_data <- mutate(filtered_data, month = month(date, label = TRUE))
grouped_data <- group_by(mutated_data, month)
monthly_avg_temp <- summarize(grouped_data, avg_tmax = mean(tmax, na.rm = TRUE))
temperature_line <- layout(
  plot_ly(data = monthly_avg_temp, x = ~month, y = ~avg_tmax, type = 'scatter', mode = 'lines+markers'),
  title = "Average Max Temperature by Month",
  xaxis = list(title = "Month"),
  yaxis = list(title = "Average Max Temperature (tmax)")
)

temperature_line

Box plot of temperature (tmax) distribution by month

filtered_data <- filter(ny_noaa, !is.na(tmax))
mutated_data <- mutate(filtered_data, month = month(date, label = TRUE))
temperature_box <- layout(
  plot_ly(data = mutated_data, x = ~month, y = ~tmax, type = 'box'),
  title = "Distribution of Max Temperature by Month",
  xaxis = list(title = "Month"),
  yaxis = list(title = "Max Temperature (tmax)")
)

temperature_box